batch: Setup benchmark for executors.

[liurenjie1024]

Help to understand the performance with our implementation.

• [x] #3530
• [x] #3531
• [ ] #3532
• [ ] #3535
• [ ] #3536
• [ ] #3537
• [x] #3538
• [ ] #3539
• [x] #3528
• [ ] #3540
• [ ] #3541
• [x] #3687

[jon-chuang]

This is much needed! I will try to help with some of them if that's ok :)

[liurenjie1024]

This is much needed! I will try to help with some of them if that's ok :)

Welcome to join! I'm setting up benchmark of FilterExecutor as an example, and feel free to pick up others.

[fuyufjh]

What's the goal? What's the baseline?

[liurenjie1024]

What's the goal? What's the baseline?

The goal is to help understand the result of our later optimizations. Currently we don't have baseline, and the current implementation is baseline.

[liurenjie1024]

After #3827 We can generate random Datum, so we can enrich data types used in this benchmark? cc @wzzzzd